using the holt winters model smooth out the model 1

We notice that on the chart, there is global upward trend, that every year, a similar cycle starts while the variability within a year seems to increase over time. The Holt-Winters seasonal multiplicative model is well adapted for this type of time series.

Using the Holt-Winters model, smooth out the model.

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